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» Dimensions of machine learning in design
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118
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CAD
1998
Springer
15 years 3 months ago
CAD and the product master model
We develop an architecture for a product master model that federates CAD systems with downstream application processes for di erent feature views that are part of the design proce...
Christoph M. Hoffmann, Robert Joan-Arinyo
148
Voted
ICRA
2010
IEEE
111views Robotics» more  ICRA 2010»
15 years 2 months ago
Visual path following on a manifold in unstructured three-dimensional terrain
— This paper describes the design and testing of a technique to enable long-range autonomous navigation using a stereo camera as the only sensor. During a learning phase, the rov...
Paul Timothy Furgale, Timothy D. Barfoot
138
Voted
KDD
2006
ACM
165views Data Mining» more  KDD 2006»
16 years 4 months ago
Training linear SVMs in linear time
Linear Support Vector Machines (SVMs) have become one of the most prominent machine learning techniques for highdimensional sparse data commonly encountered in applications like t...
Thorsten Joachims
116
Voted
MODELLIERUNG
2004
15 years 5 months ago
Modeling Socio-Technical Processes in e-Commerce Scenarios
: We consider socio-technical processes, i.e. processes where machines as well as humans participate. Typical examples occur in sales processes in e-commerce. Three modeling tasks ...
Michael M. Richter, Armin Stahl
170
Voted
ISOLA
2010
Springer
15 years 2 months ago
LivingKnowledge: Kernel Methods for Relational Learning and Semantic Modeling
Latest results of statistical learning theory have provided techniques such us pattern analysis and relational learning, which help in modeling system behavior, e.g. the semantics ...
Alessandro Moschitti